{"url":"/dataset/mpm-verse-large","name":"Mpm-Verse-Large","full_name":"MPMVerse Physics Simulation Dataset","description_markdown":"This dataset contains Material-Point-Method (MPM) simulations for various materials, including water, sand, plasticine,  jelly, and rigid collisions. Each material is represented as point-clouds that evolve over time. The dataset is designed for learning and predicting MPM-based physical simulations. Each material contains 50 trajectories with different initial velocity field.","description_withheld":null,"homepage":"https://huggingface.co/datasets/hrishivish23/MPM-Verse-MaterialSim-Large","introduced_date":"2024-07-04","introduced_date_note":null,"introduced_by":{"paper":"/paper/reduced-order-neural-operators-learning","title":"Reduced-Order Neural Operators: Learning Lagrangian Dynamics on Highly Sparse Graphs","first_author":"Hrishikesh Viswanath","url":null},"license":{"name":"MIT","url":null},"modalities":[{"name":"3D","url":"/datasets/modality/3d"},{"name":"Point cloud","url":"/datasets/modality/point-cloud"}],"tasks":[{"name":"3D Generation","url":"/task/3d-generation","datasets_with_task":"/datasets/task/3d-generation"},{"name":"Water3D_Long","url":"/task/water3d-long","datasets_with_task":"/datasets/task/water3d-long"},{"name":"Sand3D_Long","url":"/task/sand3d-long","datasets_with_task":"/datasets/task/sand3d-long"},{"name":"Plasticine3D","url":"/task/plasticine3d","datasets_with_task":"/datasets/task/plasticine3d"},{"name":"3D geometry","url":"/task/3d-geometry","datasets_with_task":"/datasets/task/3d-geometry"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Mpm-Verse-Large"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}